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Patterns of carbon footprints of main grains production in China: a comparison between main and non-main producing areas

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Abstract

Understanding the spatiotemporal patterns of carbon footprints (CFs) of grains production is important to formulate regional heterogeneous greenhouse gas (GHG) mitigation strategies. This study evaluates the CFs, farm CFs (FCFs: CFs of per unit area), and production CFs (PCFs: CFs of per unit yield) of main grains production in China based on a new scale data set: agricultural statistics data of over 300 prefecture-level regions. A comparison of CFs of main grains production between main producing area (MPA) and non-main producing area (NMPA) are firstly discussed on a totally new scale. Results show that the CFs of main grains production of MPA accounts for 54–57% of country’s total although the area of farmland of MPA only accounts for 42%. The PCF and FCF of rice production are higher in MPA, while those of wheat and maize production are lower in MPA. It implies that there are less GHG emission of rice (main paddy grain) productions in NMPA and less GHG emission of wheat and maize (main dryland grains) production in MPA. In additional, the PCF of rice shows growth, while that of wheat and maize shows decline from 2008 to 2017. The growth of PCF of rice is mainly driven by the rise of PCF in MPA. Findings are expected to improve the understanding patterns of China’s CF of main grains production and subsequently contribute to GHG mitigation.

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References

  • [ECCAY] Editing Committee of China Agriculture Yearbook (2001–2016) China agriculture yearbook. China Agriculture Press, Beijing

  • [ECCMIY] Editing Committee of China Machinery Industry Yearbook (2001–2016) China Agricultural Machinery Industry Yearbook. China Machine Press, Beijing

  • [FAO] Food and Agriculture Organization (2015) FAOSTAT Online Database (Available from http://www.fao.org/faostat/en/#data/GT (Accessed June 15, 2019))

  • [NBSC] National Bureau of Statistics of China (2001–2016) China Statistical Yearbook. China Statistics Press, Beijing

  • [PD] People’s Day (2015) The multi-measures to promote crop straw ban burning and comprehensive utilization in Beijing. http://bj.people.com.cn/n/2015/1130/c360771-27211596.html. Accessed 14 June 2018

  • [PDNDRCC] The Price Department of the National Development and Reform Commission of China (2001–2016) Compilation of Cost and Income of Agricultural Products in China. China Statistics Press, Beijing

  • Alam MK, Bell RW, Biswas WK (2019) Decreasing the carbon footprint of an intensive rice-based cropping system using conservation agriculture on the Eastern Gangetic Plains. J Clean Prod 218:259–272

    Article  CAS  Google Scholar 

  • CAJ (2019) China yearbooks full-text database. Available from data.cnki.net. Accessed 13 June 2019

  • Carlson KM, Gerber JS, Mueller ND, Herrero M, MacDonald GK, Brauman KA et al (2017) Greenhouse gas emissions intensity of global croplands. Nat Clim Chang 7:63–68

    Article  CAS  Google Scholar 

  • Cheng K, Yan M, Nayak D, Pan GX, Smith P, Zheng JF, Zheng JW (2015) Carbon footprint of crop production in China: an analysis of National Statistics data. J Agric Sci 153(3):422–431

    Article  CAS  Google Scholar 

  • Food and Agriculture Organization (FAO), 2009. Food security and agricultural mitigation in developing countries: options for capturing synergies. www.fao.org/docrep/012/i1318e/i1318e00.pdf (accessed 15.05.15.)

  • Gan Y, Liang C, Chai Q, Lemke RL, Campbell CA, Zentner RP (2014) Improving farming practices reduces the carbon footprint of spring wheat production. Nat Commun 5(1):1–13

    Google Scholar 

  • Handmer J, Honda Y, Kundzewicz ZW, Arnell N, Benito G, Hatfield J, Mohamed IF, Peduzzi P, Wu S, Sherstyukov B, Takahashi K, Yan Z (2012) Changes in impacts of climate extremes: human systems and ecosystems. In: Field CB, Barros V, Stocker TF, Qin D, Dokken DJ, Ebi KL, Mastrandrea MD, Mach KJ, Plattner G-K, Allen SK, Tignor M, Midgley PM (eds) Managing the risks of extreme events and disasters to advance climate change adaptation: a special report of working groups I and II of the intergovernmental panel on climate change. Cambridge University Press, Cambridge and New York, NY, pp 231–290

    Chapter  Google Scholar 

  • IPCC, 2014: Climate change 2014: synthesis report. Contribution of working groups I, II and III to the fifth assessment report of the intergovernmental panel on climate change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva, Switzerland, 151 pp.

  • Ju XT, Xing GX, Chen XP, Zhang SL, Zhang LJ, Liu XJ, … Zhang FS (2009) Reducing environmental risk by improving N management in intensive Chinese agricultural systems. Proc Natl Acad Sci 106(9):3041–3046

  • Li D, Tian PP, Luo HY, Hu TS, Dong B, Cui YL, Khan S, Luo YF (2020) Impacts of land use and land cover changes on regional climate in the Lhasa River basin, Tibetan Plateau. Sci Total Environ 742:140570

  • Linquist B, Van Groenigen KJ, Adviento-Borbe MA, Pittelkow C, Van Kessel C (2012) An agronomic assessment of greenhouse gas emissions from major cereal crops. Glob Change Biol 18(1):194–209

    Article  Google Scholar 

  • Liu W, Zhang G, Wang X, Lu F, Ouyang Z (2018) Carbon footprint of main crop production in China: magnitude, spatial-temporal pattern and attribution. Sci Total Environ 645:1296–1308

    Article  CAS  Google Scholar 

  • Lu FEI, Wang X, Han B, Ouyang Z, Duan X, Zheng HUA, Miao H (2009) Soil carbon sequestrations by nitrogen fertilizer application, straw return and no-tillage in China’s cropland. Glob Change Biol 15(2):281–305

    Article  Google Scholar 

  • Lu H, Tian P, Guan Y, Yu S (2019) Integrated suitability, vulnerability and sustainability indicators for assessing the global potential of aquifer thermal energy storage. Appl Energy 239:747–756

    Article  Google Scholar 

  • Nemecek T, Weiler K, Plassmann K, Schnetzer J, Gaillard G, Jefferies D, … i Canals LM (2012) Estimation of the variability in global warming potential of worldwide crop production using a modular extrapolation approach. J Clean Prod 31:106–117

  • Pandey, D., & Agrawal, M. 2014. Carbon footprint estimation in the agriculture sector. In Assessment of Carbon Footprint in Different Industrial Sectors, Volume 1 (pp. 25–47). Springer, Singapore.

  • Pathak H, Jain N, Bhatia A, Patel J, Aggarwal PK (2010) Carbon footprints of Indian food items. Agr Ecosyst Environ 139(1–2):66–73

    Article  Google Scholar 

  • Snyder CS, Bruulsema TW, Jensen TL, Fixen PE (2009) Review of greenhouse gas emissions from crop production systems and fertilizer management effects. Agr Ecosyst Environ 133(3–4):247–266

    Article  CAS  Google Scholar 

  • The World Bank Database, 2019. (https://data.worldbank.org/. Accessed Aug 2019

  • Tian H, Lu C, Melillo J, Ren W, Huang Y, Xu X, Reilly J (2012) Food benefit and climate warming potential of nitrogen fertilizer uses in China. Environmental Research Letters 7(4)

    Article  Google Scholar 

  • Tian P, Lu H, Xue Y (2019) Characterization of temperature difference between the neighbouring days in China and its potential driving factors. Int J Climatol 39(12):4659–4668

    Article  Google Scholar 

  • Tian P, Li D, Lu H, Feng S, Nie Q (2021) Trends, distribution, and impact factors of carbon footprints of main grains production in China. J Cleaner Prod 278:123347

    Article  CAS  Google Scholar 

  • Xu X, Lan Y (2017) Spatial and temporal patterns of carbon footprints of grain crops in China. J Clean Prod 146:218–227

    Article  CAS  Google Scholar 

  • Yan M, Cheng K, Luo T, Yan Y, Pan G, Rees RM (2015) Carbon footprint of grain crop production in China–based on farm survey data. J Clean Prod 104:130–138

    Article  Google Scholar 

  • Zhang W, Yu Y, Li T, Sun W, Huang Y (2014) Net greenhouse gas balance in China’s croplands over the last three decades and its mitigation potential. Environ Sci Technol 48(5):2589–2597

    Article  CAS  Google Scholar 

  • Zhang D, Shen J, Zhang F, Zhang W (2017a) Carbon footprint of grain production in China. Sci Rep 7(1):1–11

    Article  Google Scholar 

  • Zhang G, Wang X, Zhao H, Sun B, Lu F, Hu L (2017b) Extension of residue retention increases net greenhouse gas mitigation in China’s croplands. J Clean Prod 165:1–12

    Article  Google Scholar 

  • Zhang G, Wang X, Zhang L, Xiong K, Zheng C, Lu F, … Ouyang Z (2018) Carbon and water footprints of major cereal crops production in China. J Clean Prod 194:613–623

  • Zhao H, Sun B, Lu F, Wang X, Zhuang T, Zhang G, Ouyang Z (2017) Roles of nitrogen, phosphorus, and potassium fertilizers in carbon sequestration in a Chinese agricultural ecosystem. Clim Change 142(3):587–596

    Article  CAS  Google Scholar 

  • Zhao Y, Wang M, Hu S, Zhang X, Ouyang Z, Zhang G, … Shi X (2018) Economics-and policy-driven organic carbon input enhancement dominates soil organic carbon accumulation in Chinese croplands. Proc Natl Acad Sci 115(16):4045–4050

  • Zhen W, Qin Q, Kuang Y, Huang N (2017) Investigating low-carbon crop production in Guangdong Province, China (1993–2013): a decoupling and decomposition analysis. J Clean Prod 146:63–70

    Article  Google Scholar 

  • Zheng H, Shan Y, Mi Z, Meng J, Ou J, Schroeder H, Guan D (2018) How modifications of China’s energy data affect carbon mitigation targets. Energy Policy 116:337–343

    Article  Google Scholar 

  • Zou J, Huang Y, Jiang J, Zheng X, Sass RL (2005) A 3‐year field measurement of methane and nitrous oxide emissions from rice paddies in China: Effects of water regime, crop residue, and fertilizer application. Glob Biogeochem Cycles 19(2)

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Funding

This study was supported by National Key Research and Development Program of China (Grant No. 2019YFC0507800), Key Program of National Natural Science Foundation of China (Grant No. 41890824), the Strategic Priority Research Program of Chinese Academy of Sciences (Grant No. XDA20040301), and the CAS Interdisciplinary Innovation Team (Grant No. JCTD-2019-04).

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Peipei Tian: Conceptualization, Methodology, Writing—Original draft preparation; Hongwei Lu: Validation, Supervision; Reinout Heijungs: Methodology, Supervision; Dan Li: Visualization; Yuxuan Xue: Data curation, Software; Yiyang Yang: Data curation.

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Correspondence to Hongwei Lu.

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Tian, P., Lu, H., Heijungs, R. et al. Patterns of carbon footprints of main grains production in China: a comparison between main and non-main producing areas. Environ Sci Pollut Res 29, 23595–23606 (2022). https://doi.org/10.1007/s11356-021-17404-7

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  • DOI: https://doi.org/10.1007/s11356-021-17404-7

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